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61B4 Career Guide

Air Force

61B4: Research Psychologist

Career transition guide for Air Force Research Psychologist (61B4)

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Tech Roles You Could Aim For

Real industry tech roles your 61B4 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.

Data Scientist

Data

SOC 15-2051
High match

Your background in research psychology, statistical analysis, and experimental design directly translates to the skills required for a data scientist. You're already familiar with defining problems, selecting methods of approach, performing experiments, accumulating and interpreting data, and publishing results. You can apply your knowledge of statistical analysis to develop insights from data. Learn Python (pandas, scikit-learn) to make the transition.

Typical stack:

Python (pandas, scikit-learn)SQLStatistics (regression, hypothesis testing)ML fundamentalsCommunication of model behavior

Analytics Engineer

Data

SOC 15-2051
Good match

Your experience in conducting research and analyzing data aligns with the responsibilities of an analytics engineer. You're skilled in employing mathematical techniques including probability and statistics, simulation, optimization theories, and computer systems to analyze, depict, and display data and analysis results. Focus on learning SQL, data warehousing concepts, and tools like dbt to excel in this role.

Typical stack:

SQL (deep)dbtCloud data warehouseVersion-controlled data modelsDocumentation discipline

Technical Program Manager

Product

SOC 11-3021
Good match

Your experience in research management, including formulating, planning, fiscal programming, monitoring, evaluating, coordinating, and administering programs, projects, and activities, makes you a strong candidate for a technical program manager role. Your experience with AFRL policies and procedures also provides a solid foundation. Develop your Agile and Scrum expertise, and familiarize yourself with project tracking tools such as Jira and Asana.

Typical stack:

Software systems literacy (read code, read architecture diagrams)Cross-team coordinationRisk and dependency managementWritten communicationStakeholder reporting

UX Designer / Researcher

Product

SOC 15-1255
Moderate match

With your background in conducting research and accomplishing behavioral analysis of target audiences, you have a foundation for understanding user behavior. Transferring this expertise to UX design involves learning design principles, user research methodologies, and prototyping tools. Focus on gaining proficiency in UX design software like Figma or Sketch, and understanding interaction design principles.

Typical stack:

User research methodsWireframing and prototyping (Figma)Accessibility patternsInformation architectureStakeholder communication

Skills You Already Have

Concrete bridges from 61B4 experience to tech-industry practice.

  • Statistical AnalysisData Analysis with Python (pandas, scikit-learn)
  • Research MethodologiesA/B Testing, Experimental Design
  • Air Force Research Laboratory (AFRL) Research Management SystemProject Management Software (e.g., Jira, Asana)
  • Joint Warfare Analysis Center (JWAC) data repositoriesBig Data Analytics Platforms (e.g., Hadoop, Spark)

Skills to Learn

The concrete gap to bridge — specific to the roles above, not generic.

Python (pandas, scikit-learn)SQLData Warehousing Conceptsdbt (data build tool)Agile and Scrum methodologiesUX Design PrinciplesFigma or Sketch

How VWC fits

Vets Who Code accelerates the parts we teach — software engineering fundamentals, web development, AI tooling. For everything else above, the path is doable independently with the resources we link to.

See VWC Programs

Civilian Career Pathways

Top civilian roles for 61B4 veterans, with average salary and market demand data.

Research Scientist

$98K
High matchHigh demand

Skills to develop:

Specific domain expertise (e.g., biology, chemistry)Grant writing

Project Manager

$95K
Good matchVery high demand

Skills to develop:

PMP CertificationAgile methodologies

Technical Writer

$78K
Good matchStable demand

Skills to develop:

Mastery of specific documentation toolsIndustry-specific terminology

Management Consultant

$110K
Moderate matchGrowing demand

Skills to develop:

MBA or related business degreeConsulting experience

Data Scientist

$120K
Moderate matchVery high demand

Skills to develop:

Advanced statistical modelingMachine learningProgramming languages (Python, R)

Salary estimates from VWC career data

Hidden Strengths

Cognitive skills your 61B4 training built — and where they transfer.

System Modeling

As a 61B4, you build conceptual frameworks to understand complex research problems, design experiments, and predict outcomes. You create models of systems to analyze data and develop new concepts.

Your ability to create system models translates to understanding how different elements interact within a business or organization, allowing you to predict outcomes and optimize performance.

After-Action Analysis

You analyze research findings, assess the effectiveness of psychological operations, and evaluate the performance of products and processes to identify areas for improvement.

Your expertise in after-action analysis makes you adept at evaluating project outcomes, identifying areas for improvement, and implementing corrective actions to enhance efficiency and effectiveness in civilian settings.

Resource Optimization

You manage research projects, allocate resources efficiently, and coordinate efforts with other agencies to maximize the impact of scientific programs and activities.

Your knack for resource optimization means you can effectively manage budgets, allocate personnel, and streamline processes to achieve organizational goals with minimal waste and maximum productivity.

Pattern Recognition

Your role involves identifying trends and anomalies in data to inform research and operational assessments, as well as designing and conducting research to support psychological operations initiatives.

Your pattern recognition ability makes you excellent at spotting emerging trends, identifying potential risks, and making data-driven decisions, a valuable asset in any business environment.

Non-Obvious Career Matches

Market Research Analyst

SOC 19-3022.00

You've been designing research projects and analyzing data to understand complex problems. This makes you well-prepared to analyze market trends, consumer behavior, and competitor strategies to advise companies on product development and marketing campaigns.

Management Consultant

SOC 13-1111.00

You've been planning and managing research projects, coordinating with other agencies, and advising leadership on behavioral science implications. Your ability to develop new concepts, methods, and techniques to solve scientific and operational problems can directly transfer to a consulting environment where you will advise companies on strategy and operations.

Business Intelligence Analyst

SOC 15-2051.00

You've been employing mathematical techniques including probability and statistics, simulation, optimization theories, and computer systems to analyze, depict, and display data and analysis results. This makes you well-equipped to transform raw data into actionable insights for businesses to make better decisions and improve performance.

Urban and Regional Planner

SOC 19-3051.00

You've been maintaining liaison with government agencies, planning and coordinating psychological operations with Service, Joint, and Inter-agency organizations, and developing concepts, methods, techniques and policy in the area of influence operations and related areas. This prepares you to develop plans and programs for the use of land, helping communities grow while revitalizing, and protecting the environment.

Training & Education Equivalencies

Commissioned Officer Training (COT), Maxwell AFB, followed by specific research lab onboarding and mentorship

240 training hours6 weeksUp to 6 semester hours recommended in introductory management and leadership

Topics Covered

  • Air Force Officer Core Values
  • Leadership Principles
  • Air Force Research Laboratory (AFRL) Policies and Procedures
  • Research Methodologies
  • Statistical Analysis
  • Human Subjects Research Ethics
  • Technical Writing and Reporting
  • Project Management

Certification Pathways

Partial Coverage

Project Management Professional (PMP)60% covered

While the role involves research management and project planning, formal PMP training covers specific project management methodologies, tools, and techniques (e.g., Agile, Waterfall), risk management, and stakeholder communication that may not be explicitly covered in military experience.

Certified Research Administrator (CRA)70% covered

While the role includes research administration, formal CRA certification requires in-depth knowledge of compliance, financial management in research, and pre- and post-award administration, which might need further study.

Recommended Next Certifications

Certified Analytics Professional (CAP)Lean Six Sigma Green BeltCertified Professional in Business Analysis (CPBA)

Technical Systems Translation

Military systems you've used and their civilian equivalents for your resume.

Military SystemCivilian Equivalent
MATLABMATLAB
Air Force Research Laboratory (AFRL) Research Management SystemProject Management Software (e.g., Jira, Asana)
Joint Warfare Analysis Center (JWAC) data repositoriesBig Data Analytics Platforms (e.g., Hadoop, Spark)
Psychological Operations Toolkit (PSYOP Toolkit)Social Media Analytics and Campaign Management Platforms
Defense Technical Information Center (DTIC)Research Databases (e.g., IEEE Xplore, ScienceDirect)
Air Force Modeling and Simulation (M&S) FrameworkSimulation Software (e.g., AnyLogic, Arena)

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